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A Survey on Video Compression Optimization Techniques for Accuracy Enhancement in Video Analytics Applications (VAPs)
Published 2025-01-01“…In addition, we assess perceptual quality using Just Noticeable Distortion (JND) and Mean Opinion Score (MOS). …”
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Artificial intelligence-based assessment of surgical skills in laparoscopic right hemicolectomy for colon cancer
Published 2025-07-01“…With the rapid advancement of artificial intelligence (AI) technologies (particularly breakthroughs in computer vision and deep learning algorithms), a revolutionary technical foundation has been established for developing objective and precise automated surgical evaluation systems. …”
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185
Educational Technologies in Modern Higher Education Institutions (Analysis of Russian and Foreign Research and Practice)
Published 2020-08-01“…It has been established that Russian authors are still more oriented towards describing the characteristics and algorithms of predominantly traditional educational technologies and their applicability, evaluating their effectiveness through influencing students’ professional and personal development and competent communication. …”
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186
Providing QoS and Resiliency for Video Streaming Over MPTCP
Published 2025-01-01“…The proposed method aims to deliver seamless streaming sessions by enhancing resilience and maintaining QoS under challenging network conditions. We evaluate the proposed approach using Dynamic Adaptive Streaming over HTTP (DASH), a widely used video streaming application that delivers high-quality media content over the Internet. …”
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187
Integrated Evaluation and error decomposition of four gridded precipitation products using dense rain gauge observations over the Yunnan-Kweichow Plateau, China
Published 2024-12-01“…Evaluating the precision and applicability of high-quality precipitation products in the distinctive terrain and intricate climate of the Yunnan-Kweichow Plateau (YKP) is pivotal for climate research. …”
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188
Compensation of Speckle Noise in 2D Images from Triangulation Laser Profile Sensors Using Local Column Median Vectors with an Application in a Quality Control System
Published 2025-05-01“…In this article, we propose an effective method for suppressing speckle noise in profilometer images of flat surfaces, based on local column median vectors. The method was evaluated across a variety of surface types and compared against existing approaches using several metrics, including the standard deviation of the column mean vector (SDCMV), frequency spectrum analysis, and standard image quality assessment measures. …”
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GP4ESP: a hybrid genetic algorithm and particle swarm optimization algorithm for edge server placement
Published 2024-10-01“…In addition, existing algorithms ignored the computing delay of edge servers (ESs) on request process, resulting in overestimation of the service quality. …”
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191
Early detection of Cercospora beticola and powdery mildew diseases in sugar beet using uncrewed aerial vehicle-based remote sensing and machine learning
Published 2025-06-01“…The study was accomplished by capturing images of uncrewed aerial vehicle (UAV) in field conditions. To effectively evaluate different detection methods in agricultural contexts, the study targeted two key areas: (1) monitoring Cercospora in fields without pesticide application, utilizing the Metos climate station early warning system alongside UAV-based image analysis, and (2) monitoring powdery mildew, which involved visual disease detection and targeted spraying based on UAV image processing. …”
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192
Performance and applicability of low-cost PM sensors to assess global pollution variability through machine learning techniques
Published 2025-04-01“…Air quality monitoring and analyses became easy and affordable due to emergence of low-cost sensors. …”
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193
Masked face image segmentation using a multilevel threshold with a hybrid fitness function
Published 2024-12-01“…Five metrics were used to evaluate the algorithm's performance: MSE, PSNR, SSIM, FSIM, and image quality index. …”
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194
Student Performance Prediction Using Machine Learning Algorithms
Published 2024-01-01“…Modern learning institutions face challenges in analyzing performance, providing high-quality education, formulating strategies for evaluating students’ performance, and identifying future needs. …”
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195
Fast autoscaling algorithm for cost optimization of container clusters
Published 2025-05-01“…We have conducted an experimental evaluation to assess the effectiveness of FCMA, using the ILP model and two heuristics as a baseline. …”
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Monitored Reconstruction: Computed Tomography as an Anytime Algorithm
Published 2020-01-01“…We outline the theoretical framework for the monitored reconstruction, propose ways of constructing stopping rules for various reconstruction quality metrics and provide their experimental evaluation. …”
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198
A new relaxation technique based on fractional representation to solve bilinear models: Application to the long horizon crude oil scheduling problem
Published 2025-02-01“…Our method is also applied to the crude oil scheduling problem as an application. The results confirm the efficiency of the proposed algorithm from both solution quality and running time.…”
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Innovative hybrid algorithm for efficient routing of limited capacity vehicles
Published 2025-03-01“…Through computational evaluations in various scenarios, including five case studies ranging from small to large, the algorithm demonstrates its superior ability to generate high-quality solutions, especially as the customer base expands. …”
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Comparative analysis of image hashing algorithms for visual object tracking
Published 2025-02-01“…Subject of the research – visual object tracking using various image hashing algorithms for real-time tracking tasks. The goal of this study is to evaluate the tracking success and processing speed of existing and new hashing algorithms for object tracking and to identify the most suitable algorithms to be used under limited computational resources. …”
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